Aapo Hyvärinen: Publications

Publications menu

Bayesian networks & causal analysis Estimation theory Unsupervised learning: misc. Natural image statistics & visual cortex Neuroscience: misc. The FastICA algorithm Blind separation of sources with temporal structure Independent component analysis: misc.   Publications front page Back to home page

Publications front page

Choose a topic on the left.

Complete publication list

Recent highlights

Independent component analysis of short-time Fourier transforms for spontaneous EEG/MEG analysis, NeuroImage

Learning features by contrasting natural images with noise, ICANN2009

Learning Natural Image Structure with a Horizontal Product Model, ICA2009

Causal modelling combining lagged and instantaneous effects, ICML2008.